A Query on the Components and Aspects of Critical Assessment of Academic Textbooks with an Emphasis on the Principles of Planning and Organizing Educational Messages by Mohammadreza Nili Ahmad Abadi, Ali Dana

“…Moreover, the sampling method of this research was purposive non-random sampling. The results indicated that in the criticism of academic textbooks, other than regarding the formal, structural, content, and writing dimensions, there also exist two more dimensions of a high importance, i.e., the educational and research dimensions. …”
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Examining the attitude towards social media advertisements on purchase intention by Mohammad Saeid Kiani

“…Therefore, the purpose of this research was to investigate the attitude towards social media advertisements on the intention to buy products.Methodology: A researcher-made questionnaire was used to collect information. A random sampling method was used to select the sample, and finally 342 questionnaires were collected online. …”
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Problématique de l’accès à l'eau potable dans la ville d’Abéché au Tchad by Dombor Djikoloum Dingao, Djebe Mbaïndogoum, Kem-Allahte Julien, Mahamat Ali Mustapha

“…The literature review on access to drinking water helped narrowing the subject. A random survey of a sample of 555 households was used to assess the state of access to water in the city. …”
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Enhanced early prediction of Li-ion battery degradation using multicycle features and an ensemble deep learning model by Meilia Safitri, Teguh Bharata Adji, Adha Imam Cahyadi

“…Hyperparameter tuning via random search and k-fold cross-validation were applied to ensure model robustness. …”
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Unlocking SME investment potential: The determinants of an effective credit guarantee scheme in Morocco by Oussouadi Kamal, Cherkaoui Kenza

“…This sample of 335 SMEs that had benefited from loans with government guarantees was selected at random to ensure its relevance to the population of SMEs in Morocco. …”
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Effect of Music Oxygen Bar on the Rehabilitation of Traumatic Pelvic Fracture Patients by Lan LI, Wei YANG

“…Objective:To investigate rehabilitation effect of music oxygen bar on traumatic pelvic fracture patients.Methods:A total of 113 patients who underwent therapy for traumatic pelvic fracture in our hospital were selected as study subjects and divided into observation group and control group according to random number table with 57 cases and 56 cases respectively. …”
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Study on Nano Drug Particles in the Diagnosis and Treatment of Alzheimer’s Disease in the Elderly by ChangQing Li, Yu Xiang, Yunqian Wang, Ping Li

“…Methods. 80 patients with Alzheimer’s disease treated in our hospital from April 2021 to April 2022 were selected as the research objects and were divided into the reference group and the observation group by random number table method. The reference group was given traditional treatment drugs, and the observation group was given nano drug particles. …”
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The prevalence of chronic kidney disease in people with severe mental illness: A systematic review protocol. by Claire Carswell, Kate Bramham, Joseph Chilcot, Rowena Jacobs, David Osborn, Najma Siddiqi

“…Meta-analyses will be conducted using random effects models to examine the prevalence and incidence of CKD among people with SMI.…”
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The roles of a peer-led collaborative learning approach in Ethiopian secondary schools by Feyisa Mulisa, Simeret Kassahun Mekonnen

“…The participants in this study were 991 students that were recruited from six public secondary schools via stratified random sampling. Data were collected using questionnaires and focus group discussions whereas analyses were made using descriptive statistical methods and narrative description of data. …”
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Aspirations, Apprehensions and the Availability of Career Guidance among Dental Interns in Kerala, India by PS Sajitha, Susan Thomas, Vivek Narayan

“…A total of 480 dental interns from both public and private dental institutions in the state of Kerala were included in this study. The stratified random sampling method was adopted, and the population proportion ratio was used to collect the samples. …”
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Plant community formation and species distribution pattern in relation to environmental variables in Endiras Natural Forest, northwest Ethiopia by Getinet Masresha, Worku Misganaw, Endale Adamu

“…The study was conducted in Endiras Forest, northwest Ethiopia, to evaluate the effects of environmental variables on the patterns of plant community formation. A systematic random sampling technique was used to collect vegetation data from 56 (20 m × 20 m) plots laid at 100 m intervals on ten transects. …”
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A hybrid multiscale feature fusion model for enhanced cardiovascular arrhythmia detection by Md. Alamin Talukder

“…To mitigate class imbalance, we integrate SMOTE-Tomek Link (STL) and Random Oversampling (RO) strategies, ensuring robust representation of minority classes. …”
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Efficiency Analysis of Turkish Container Ports: SFA or DEA? by İsmail Yenilmez

“…Capacity utilization and operational performance were analyzed in detail through ratio analysis.Methodology: Two efficiency measurement techniques were employed: SFA evaluates efficiency by accounting for random errors and external factors, while DEA assesses relative efficiency by comparing ports to the best performers. …”
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Short-Term Origin-Destination Based Metro Flow Prediction with Probabilistic Model Selection Approach by Xiaoqing Dai, Lijun Sun, Yanyan Xu

“…The approach adopts two forecasts as basic models and then uses a probabilistic model selection method, random forest classification, to combine the two outputs to achieve a better forecast. …”
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Exploring the Cultural Domain of Hausa Colour Terms by Dr. Danladi Bello Dogondaji

“…Hausa is a member of Afro- Asiatic family and is estimated to have about 1 billion L1 users according to ethnologue .com. Purposeful Random Sampling and survey method were used and 160 research subjects were selected from the speakers of Hausa language in Sokoto state to source data for the study. …”
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Prognostic role of prognostic nutritional index in patients with bladder cancer: a systematic review and meta-analysis by Jing Sun, Zhenzhen Li, Xiaming Zhu

“…The summary outcomes were calculated using the random-effects model, and the exploratory analyses were performed by sensitivity and subgroup analyses.ResultsTwelve retrospective studies involved 2,951 patients with bladder cancer were selected in final analysis. …”
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Enhanced SOC estimation method for lithium-ion batteries using Bayesian-optimized TCN–LSTM neural networks by Taotao Hu, Xiting Zhu, Maokai Tian

“…This study leverages the CALCE dataset and employs the random forest algorithm for dimensionality reduction, selecting voltage, discharge capacity, and discharge energy as key input features. …”
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The Role of Slum Tourism in Sustainable Urban Development of Slum Areas in Iraq by Al-Taee Omaima, Jaleel Ameera

“…The research is an attempt to fill the need for knowledge about the role of urban catalyzation strategies in activating this type of tourism and achieving sustainable development of slums, and to achieve the objectives of the research, an inductive analytical approach was used to collect and analyze data from previous literature, and a field survey was conducted for a random sample (150 people) from the local community with interviews with residents and analysis of global applications, to identify the extent of the local community’s knowledge of the concept of slum tourism and its role in achieving sustainable urban development for these areas. …”
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The mediating role of lecturer engagement in the relationship between human resource management, knowledge management, and higher education competitiveness by Anik Herminingsih

“…Conducted at a private college in Jakarta with B accreditation, the study included 187 respondents selected through proportional stratified random sampling to ensure accurate representation. …”
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In‐Situ Rheology Measurements via Machine‐Learning Enhanced Direct‐Ink‐Writing by Robert D. Weeks, Jennifer M. Ruddock, J. Daniel Berrigan, Jennifer A. Lewis, James. O. Hardin

“…However, an iterative approach, using random selection or constant expert guidance, is still used to create printable inks and optimize printing parameters by expending significant amounts of time, materials, and effort. …”
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